AWS Machine Learning Blog

NOVEMBER 26, 2024

AWS Trainium and AWS Inferentia based instances, combined with Amazon Elastic Kubernetes Service (Amazon EKS), provide a performant and low cost framework to run LLMs efficiently in a containerized environment. Adjust the following configuration to suit your needs, such as the Amazon EKS version, cluster name, and AWS Region.

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DECEMBER 1, 2024

AWS re:Invent 2024, our flagship annual conference, is taking place Dec. This premier cloud computing event brings together 2-6, 2024, in Las Vegas.

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DECEMBER 2, 2024

It’s AWS re:Invent this week, Amazon’s annual cloud computing extravaganza in Las Vegas, and as is tradition, the company has so much to announce, it can’t fit everything into its five (!) Ahead of the show’s official opening, AWS on Monday detailed a number of updates to its overall data …

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FEBRUARY 11, 2025

Enhancing AWS Support Engineering efficiency The AWS Support Engineering team faced the daunting task of manually sifting through numerous tools, internal sources, and AWS public documentation to find solutions for customer inquiries. Then we introduce the solution deployment using three AWS CloudFormation templates.

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NOVEMBER 22, 2024

Anthropic, OpenAI’s close rival, has raised an additional $4 billion from Amazon, and has agreed to make Amazon Web Services (AWS), Amazon’s cloud computing division, the primary place it’ll train its flagship generative AI models. Anthropic also says it’s working with Annapurna Labs, AWS’ …

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Analytics Vidhya

DECEMBER 20, 2022

Introduction Source: krzysztof-m from Pixabay Amazon Web Services (AWS) Simple Storage Service (S3) is a highly scalable, secure, and durable cloud storage service. The post How to Optimize the Performance of AWS S3? appeared first on Analytics Vidhya.

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Analytics Vidhya

JULY 15, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Overview In this article, we will learn about how to create. The post A Step by Step Guide to Create a CI/CD Pipeline with AWS Services appeared first on Analytics Vidhya.

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Analytics Vidhya

JANUARY 1, 2023

One of the most widely used technologies used these days is cloud computing. The adoption of cloud computing has been increasing rapidly. The advantages that cloud computing provides are immaculate. […]. Introduction With the changing world, it is important for companies to transform accordingly.

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AWS Machine Learning Blog

MARCH 10, 2025

We walk through the journey Octus took from managing multiple cloud providers and costly GPU instances to implementing a streamlined, cost-effective solution using AWS services including Amazon Bedrock, AWS Fargate , and Amazon OpenSearch Service.

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NOVEMBER 27, 2023

Amazon AWS, the cloud computing giant, has been perceived as playing catch-up with its rivals Microsoft Azure and Google Cloud in the emerging and exciting field of generative AI. But this week, at its annual AWS Re:Invent conference, Amazon plans to showcase its ambitious vision for generative AI, …

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Analytics Vidhya

MAY 21, 2024

Introduction Within the ever-evolving cloud computing scene, Microsoft Azure stands out as a strong stage that provides a wide range of administrations that disentangle applications’ advancement, arrangement, and administration.

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Smart Data Collective

FEBRUARY 20, 2022

AWS (Amazon Web Services), the comprehensive and evolving cloud computing platform provided by Amazon, is comprised of infrastructure as a service (IaaS), platform as a service (PaaS) and packaged software as a service (SaaS). In this article we will list 10 things AWS can do for your SaaS company. What is AWS?

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Pickl AI

DECEMBER 26, 2024

Summary: “Data Science in a Cloud World” highlights how cloud computing transforms Data Science by providing scalable, cost-effective solutions for big data, Machine Learning, and real-time analytics. In Data Science in a Cloud World, we explore how cloud computing has revolutionised Data Science.

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Data Science Dojo

FEBRUARY 20, 2023

These tools will help you streamline your machine learning workflow, reduce operational overheads, and improve team collaboration and communication. Machine learning (ML) is the technology that automates tasks and provides insights. Apache Spark Apache Spark is an in-memory distributed computing platform.

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Towards AI

JANUARY 29, 2025

Generative AI is powered by advanced machine learning techniques, particularly deep learning and neural networks, such as Generative Adversarial Networks (GANs) and Variational Autoencoders (VAEs). Roles like AI Engineer, Machine Learning Engineer, and Data Scientist are increasingly requiring expertise in Generative AI.

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DECEMBER 3, 2024

Cloud computing leader Amazon Web Services’s (AWS) annual re:Invent conference for 2024 is taking place this week in Las Vegas, Nevada, and it’s shaping up to be the biggest of the series since it launched 12 years ago. Generative AI, of course, and the increasing competition between tech …

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Dataconomy

NOVEMBER 29, 2023

AWS re:Invent 2023 , Amazon Web Services’ annual flagship conference, took place in Las Vegas from November 27 to December 1, 2023. This year’s event was packed with announcements, showcasing the latest innovations and advancements in cloud computing.

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FEBRUARY 16, 2025

Matt Garman took the helm at Amazon Web Services (AWS), the cloud computing arm of the U.S. (To receive weekly emails of conversations with the worlds top CEOs and decisionmakers, click here.) tech giant, in June, but he joined the business around 19 years ago as an intern. He went on to become

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DECEMBER 1, 2024

AWS DMS Schema Conversion converts up to 90% of your schema to accelerate your database migrations and reduce manual effort with the power of generative AI.

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NOVEMBER 29, 2023

Cloud computing giant Amazon Web Services (AWS), has until recently has been perceived as playing catch-up with its rivals Microsoft Azure and Google Cloud in the emerging field of generative AI. But over the past two days at its AWS Re:Invent conference, Amazon has taken off the gloves against its …

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DECEMBER 8, 2024

Attending AWS re:Invent 2024 was like watching a forest grow and decay at 10,000-times time-lapse speed. With each major breakthrough release falling, Amazon Web Services Inc. might crush a wide swath

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AWS Machine Learning Blog

MAY 3, 2023

New generations of CPUs offer a significant performance improvement in machine learning (ML) inference due to specialized built-in instructions. AWS, Arm, Meta and others helped optimize the performance of PyTorch 2.0 DLCs are available on Amazon Elastic Container Registry (Amazon ECR) for AWS Graviton or x86. is up to 3.5

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AWS Machine Learning Blog

MARCH 18, 2025

With this launch, you can now deploy NVIDIAs optimized reranking and embedding models to build, experiment, and responsibly scale your generative AI ideas on AWS. As part of NVIDIA AI Enterprise available in AWS Marketplace , NIM is a set of user-friendly microservices designed to streamline and accelerate the deployment of generative AI.

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NOVEMBER 18, 2024

today announced the general availability of AWS App Studio, its popular artificial intelligence service for creating business applications with natural language prompts.Fi Amazon Web Services Inc.

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NOVEMBER 21, 2023

said today it’s embarking on a multiyear strategic collaboration with the cloud computing giant Amazon Web Services … Graph database company Neo4j Inc.

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Analytics Vidhya

FEBRUARY 3, 2022

In this article, we shall discuss the upcoming innovations in the field of artificial intelligence, big data, machine learning and overall, Data Science Trends in 2022. Deep learning, natural language processing, and computer vision are examples […]. Times change, technology improves and our lives get better.

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DECEMBER 13, 2024

The AWS re:Invent gathering in Las Vegas last week provided several newsworthy announcements, including the cloud giants entry into the world of AI

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AWS Machine Learning Blog

JANUARY 30, 2025

The AWS Social Responsibility & Impact (SRI) team recognized an opportunity to augment this function using generative AI. Historically, AWS Health Equity Initiative applications were reviewed manually by a review committee. It took 14 or more days each cycle for all applications to be fully reviewed.

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DECEMBER 9, 2024

Its been full-throttle coverage for theCUBE Research team during our exclusive coverage of AWS re:Invent 2024, and analysts John Furrier (pictured,

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AWS Machine Learning Blog

SEPTEMBER 24, 2024

AWS AI and machine learning (ML) services help address these concerns within the industry. In this post, we share how legal tech professionals can build solutions for different use cases with generative AI on AWS. These capabilities are built using the AWS Cloud. At AWS, security is our top priority.

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AWS Machine Learning Blog

MAY 1, 2024

Virginia) AWS Region. The diagram details a comprehensive AWS Cloud-based setup within a specific Region, using multiple AWS services. Queries made through this interface activate the AWS Lambda Invocation function, which interfaces with an agent. file for deploying the solution using the AWS CDK.

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DECEMBER 1, 2024

As AWS re:Invent 2024 approaches this coming week, anticipation is building for what promises to be a defining moment in the evolution of cloud computing.In an exclusive interview at Amazon Web S

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Data Science 101

DECEMBER 2, 2019

AWS re:Invent 2019 starts today. It is a large learning conference dedicated to Amazon Web Services and Cloud Computing. Based upon the announcements last week , there will probably be a lot of focus around machine learning and deep learning.

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Analytics Vidhya

FEBRUARY 6, 2023

Introduction The demand for data to feed machine learning models, data science research, and time-sensitive insights is higher than ever thus, processing the data becomes complex. To make these processes efficient, data pipelines are necessary.

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AUGUST 27, 2023

As one of the largest cloud computing providers in … The company turns to AI-powered solutions to help its business bounce back in an uncertain economy.

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Towards AI

OCTOBER 4, 2024

Terraform by HarshiCorp is an IaC tool that allows you to define and provision cloud resources using a declarative language called HashiCorp Configuration Language.In this article, we will deploy resources on AWS through Terraform and create a CI/CD pipeline on Gitlab to automate the deployment process. Navigate to your /vpc/main.tf

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JANUARY 7, 2025

Learn more about Project Ceiba, one of worlds fastest AI super computer, and the latest co-invention between NVIDIA and AWS.

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